As above, in some cases it might be necessary to modify the above stochastic inequality slightly to accommodate discreteness when \(n\)  is relatively small; see Sections REF –REF . [1]} show that the plausibility contour returned by the conformal prediction algorithm satisfies (REF ) and from this weak prediction validity follows.
